BEGIN; BEGIN EXPLAIN (ANALYZE, BUFFERS) select n_name, sum(l_extendedprice * (1 - l_discount)) as revenue from customer, orders, lineitem, supplier, nation, region where c_custkey = o_custkey and l_orderkey = o_orderkey and l_suppkey = s_suppkey and c_nationkey = s_nationkey and s_nationkey = n_nationkey and n_regionkey = r_regionkey and r_name = 'ASIA' and o_orderdate >= date '1997-01-01' and o_orderdate < date '1997-01-01' + interval '1 year' group by n_name order by revenue desc; QUERY PLAN ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Sort (cost=2429027.47..2429027.53 rows=25 width=34) (actual time=89843.586..89843.586 rows=5 loops=1) Sort Key: (sum((lineitem.l_extendedprice * (1::double precision - lineitem.l_discount)))) Sort Method: quicksort Memory: 25kB Buffers: shared hit=687925 read=790649 written=3 -> HashAggregate (cost=2429026.64..2429026.89 rows=25 width=34) (actual time=89843.485..89843.491 rows=5 loops=1) Buffers: shared hit=687922 read=790649 written=3 -> Hash Join (cost=399631.08..2428294.78 rows=73186 width=34) (actual time=15541.014..89617.533 rows=73650 loops=1) Hash Cond: ((lineitem.l_suppkey = supplier.s_suppkey) AND (customer.c_nationkey = supplier.s_nationkey)) Buffers: shared hit=687922 read=790649 written=3 -> Hash Join (cost=394952.08..2386291.04 rows=1829644 width=46) (actual time=15415.537..84857.439 rows=1823330 loops=1) Hash Cond: (lineitem.l_orderkey = orders.o_orderkey) Buffers: shared hit=685740 read=790649 written=3 -> Seq Scan on lineitem (cost=0.00..1671917.02 rows=60225102 width=16) (actual time=0.038..22779.806 rows=60045303 loops=1) Buffers: shared hit=321483 read=748183 written=3 -> Hash (cost=389233.05..389233.05 rows=457522 width=38) (actual time=15414.715..15414.715 rows=456075 loops=1) Buckets: 65536 Batches: 1 Memory Usage: 32068kB Buffers: shared hit=364257 read=42466 -> Hash Join (cost=87484.13..389233.05 rows=457522 width=38) (actual time=4334.630..14914.275 rows=456075 loops=1) Hash Cond: (orders.o_custkey = customer.c_custkey) Buffers: shared hit=364257 read=42466 -> Bitmap Heap Scan on orders (cost=48441.91..337037.07 rows=2287611 width=8) (actual time=1675.469..5565.996 rows=2277945 loops=1) Recheck Cond: ((o_orderdate >= '1997-01-01'::date) AND (o_orderdate < '1998-01-01 00:00:00'::timestamp without time zone)) Buffers: shared hit=254123 read=6361 -> Bitmap Index Scan on orders_o_orderdate_o_orderkey_idx (cost=0.00..47870.01 rows=2287611 width=0) (actual time=1478.681..1478.681 rows=2284771 loops=1) Index Cond: ((o_orderdate >= '1997-01-01'::date) AND (o_orderdate < '1998-01-01 00:00:00'::timestamp without time zone)) Buffers: shared read=6221 -> Hash (cost=35292.22..35292.22 rows=300000 width=38) (actual time=2658.627..2658.627 rows=300270 loops=1) Buckets: 32768 Batches: 1 Memory Usage: 21113kB Buffers: shared hit=110134 read=36105 -> Nested Loop (cost=905.09..35292.22 rows=300000 width=38) (actual time=33.703..1854.506 rows=300270 loops=1) Buffers: shared hit=110134 read=36105 -> Nested Loop (cost=0.00..14.07 rows=5 width=30) (actual time=0.066..0.176 rows=5 loops=1) Join Filter: (nation.n_regionkey = region.r_regionkey) Rows Removed by Join Filter: 20 Buffers: shared hit=3 -> Index Scan using pk_nation on nation (cost=0.00..12.63 rows=25 width=34) (actual time=0.012..0.055 rows=25 loops=1) Buffers: shared hit=2 -> Materialize (cost=0.00..1.07 rows=1 width=4) (actual time=0.002..0.002 rows=1 loops=25) Buffers: shared hit=1 -> Seq Scan on region (cost=0.00..1.06 rows=1 width=4) (actual time=0.027..0.028 rows=1 loops=1) Filter: (r_name = 'ASIA'::bpchar) Rows Removed by Filter: 4 Buffers: shared hit=1 -> Bitmap Heap Scan on customer (cost=905.09..6455.63 rows=60000 width=8) (actual time=31.675..347.312 rows=60054 loops=5) Recheck Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=110131 read=36105 -> Bitmap Index Scan on customer_c_nationkey_c_custkey_idx (cost=0.00..890.09 rows=60000 width=0) (actual time=21.706..21.706 rows=60054 loops=5) Index Cond: (c_nationkey = nation.n_nationkey) Buffers: shared hit=5 read=831 -> Hash (cost=3179.00..3179.00 rows=100000 width=8) (actual time=120.841..120.841 rows=100000 loops=1) Buckets: 16384 Batches: 1 Memory Usage: 3907kB Buffers: shared hit=2179 -> Seq Scan on supplier (cost=0.00..3179.00 rows=100000 width=8) (actual time=0.019..74.245 rows=100000 loops=1) Buffers: shared hit=2179 Total runtime: 89871.128 ms (55 rows) COMMIT; COMMIT